FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2989202311> ?p ?o ?g. }

• W2989202311 endingPage "4373" @default.
• W2989202311 startingPage "4367" @default.
• W2989202311 abstract "In this paper, the extension of the framework of Learning from Constraints (LfC) to a distributed setting where multiple parties, connected over the network, contribute to the learning process is studied. LfC relies on the generic notion of constraint to inject knowledge into the learning problem and, due to its generality, it deals with possibly nonconvex constraints, enforced either in a hard or soft way. Motivated by recent progresses in the field of distributed and constrained nonconvex optimization, we apply the (distributed) Asynchronous Method of Multipliers (ASYMM) to LfC. The study shows that such a method allows us to support scenarios where selected constraints (i.e., knowledge), data, and outcomes of the learning process can be locally stored in each computational node without being shared with the rest of the network, opening the road to further investigations into privacy-preserving LfC. Constraints act as a bridge between what is shared over the net and what is private to each node and no central authority is required. We demonstrate the applicability of these ideas in two distributed real-world settings in the context of digit recognition and document classification." @default.
• W2989202311 created "2019-11-22" @default.
• W2989202311 creator A5006137186 @default.
• W2989202311 creator A5053234775 @default.
• W2989202311 creator A5056426068 @default.
• W2989202311 creator A5077229326 @default.
• W2989202311 date "2020-10-01" @default.
• W2989202311 modified "2023-09-26" @default.
• W2989202311 title "Asynchronous Distributed Learning From Constraints" @default.
• W2989202311 cites W1963990555 @default.
• W2989202311 cites W1967221357 @default.
• W2989202311 cites W2000769684 @default.
• W2989202311 cites W2060393849 @default.
• W2989202311 cites W2086342366 @default.
• W2989202311 cites W2108653836 @default.
• W2989202311 cites W2111141597 @default.
• W2989202311 cites W2171680949 @default.
• W2989202311 cites W2266148951 @default.
• W2989202311 cites W2319358180 @default.
• W2989202311 cites W2515994287 @default.
• W2989202311 cites W2579247884 @default.
• W2989202311 cites W2610160698 @default.
• W2989202311 cites W2789489570 @default.
• W2989202311 cites W2916300708 @default.
• W2989202311 cites W2964137440 @default.
• W2989202311 cites W2964159205 @default.
• W2989202311 cites W2964318145 @default.
• W2989202311 cites W3101665129 @default.
• W2989202311 cites W4292363360 @default.
• W2989202311 cites W70255449 @default.
• W2989202311 doi "https://doi.org/10.1109/tnnls.2019.2947740" @default.
• W2989202311 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31722500" @default.
• W2989202311 hasPublicationYear "2020" @default.
• W2989202311 type Work @default.
• W2989202311 sameAs 2989202311 @default.
• W2989202311 citedByCount "7" @default.
• W2989202311 countsByYear W29892023112019 @default.
• W2989202311 countsByYear W29892023112021 @default.
• W2989202311 countsByYear W29892023112022 @default.
• W2989202311 crossrefType "journal-article" @default.
• W2989202311 hasAuthorship W2989202311A5006137186 @default.
• W2989202311 hasAuthorship W2989202311A5053234775 @default.
• W2989202311 hasAuthorship W2989202311A5056426068 @default.
• W2989202311 hasAuthorship W2989202311A5077229326 @default.
• W2989202311 hasBestOaLocation W29892023112 @default.
• W2989202311 hasConcept C100776233 @default.
• W2989202311 hasConcept C111919701 @default.
• W2989202311 hasConcept C120314980 @default.
• W2989202311 hasConcept C126322002 @default.
• W2989202311 hasConcept C127413603 @default.
• W2989202311 hasConcept C151319957 @default.
• W2989202311 hasConcept C151730666 @default.
• W2989202311 hasConcept C154945302 @default.
• W2989202311 hasConcept C15744967 @default.
• W2989202311 hasConcept C202444582 @default.
• W2989202311 hasConcept C2776036281 @default.
• W2989202311 hasConcept C2779343474 @default.
• W2989202311 hasConcept C2780767217 @default.
• W2989202311 hasConcept C31258907 @default.
• W2989202311 hasConcept C33923547 @default.
• W2989202311 hasConcept C41008148 @default.
• W2989202311 hasConcept C542102704 @default.
• W2989202311 hasConcept C62611344 @default.
• W2989202311 hasConcept C66938386 @default.
• W2989202311 hasConcept C71924100 @default.
• W2989202311 hasConcept C78519656 @default.
• W2989202311 hasConcept C80444323 @default.
• W2989202311 hasConcept C86803240 @default.
• W2989202311 hasConcept C9652623 @default.
• W2989202311 hasConcept C98045186 @default.
• W2989202311 hasConceptScore W2989202311C100776233 @default.
• W2989202311 hasConceptScore W2989202311C111919701 @default.
• W2989202311 hasConceptScore W2989202311C120314980 @default.
• W2989202311 hasConceptScore W2989202311C126322002 @default.
• W2989202311 hasConceptScore W2989202311C127413603 @default.
• W2989202311 hasConceptScore W2989202311C151319957 @default.
• W2989202311 hasConceptScore W2989202311C151730666 @default.
• W2989202311 hasConceptScore W2989202311C154945302 @default.
• W2989202311 hasConceptScore W2989202311C15744967 @default.
• W2989202311 hasConceptScore W2989202311C202444582 @default.
• W2989202311 hasConceptScore W2989202311C2776036281 @default.
• W2989202311 hasConceptScore W2989202311C2779343474 @default.
• W2989202311 hasConceptScore W2989202311C2780767217 @default.
• W2989202311 hasConceptScore W2989202311C31258907 @default.
• W2989202311 hasConceptScore W2989202311C33923547 @default.
• W2989202311 hasConceptScore W2989202311C41008148 @default.
• W2989202311 hasConceptScore W2989202311C542102704 @default.
• W2989202311 hasConceptScore W2989202311C62611344 @default.
• W2989202311 hasConceptScore W2989202311C66938386 @default.
• W2989202311 hasConceptScore W2989202311C71924100 @default.
• W2989202311 hasConceptScore W2989202311C78519656 @default.
• W2989202311 hasConceptScore W2989202311C80444323 @default.
• W2989202311 hasConceptScore W2989202311C86803240 @default.
• W2989202311 hasConceptScore W2989202311C9652623 @default.
• W2989202311 hasConceptScore W2989202311C98045186 @default.
• W2989202311 hasIssue "10" @default.
• W2989202311 hasLocation W29892023111 @default.
• W2989202311 hasLocation W29892023112 @default.

• next